{"id":"W3047605026","doi":"10.3389/fphys.2020.00964","title":"Pulmonary Vascular Disease and Cardiopulmonary Exercise Testing","year":2020,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Dynamic hyperinflation; Exercise intolerance; Intensive care medicine; Pulmonary hypertension; Cardiac output; Pathophysiology; Ventilation (architecture); Cardiology; VO2 max; Disease; Physical therapy; Internal medicine; Hemodynamics; Lung; Lung volumes; Heart failure; Heart rate; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006191022,0.0008344432,0.001225475,0.002713656,0.0002653894,0.0011767,0.0007510859,0.00103328,0.004634247],"category_scores_gemma":[0.001535726,0.0002005518,0.0005707097,0.002029938,0.0005475336,0.00115757,0.0007212544,0.001988265,0.001636484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169664,"about_ca_system_score_gemma":0.001270672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615188,"about_ca_topic_score_gemma":0.002211735,"domain_scores_codex":[0.9997204,0.00006151654,0.00004933235,0.000048966,0.00009470072,0.00002501804],"domain_scores_gemma":[0.9993113,0.0003805318,0.0001025557,0.00001581844,0.0001449571,0.00004482578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007304711,0.00006547694,0.0005457409,0.01776492,0.0001396783,0.0002214495,0.00005410926,0.0002376119,0.0004265311,0.003431699,0.03987838,0.9371613],"study_design_scores_gemma":[0.00003398135,0.00009618858,0.003722684,0.01881575,0.000280166,0.003355206,0.0001014465,0.000176834,0.0002347217,0.005650423,0.9674999,0.00003265157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004939114,0.9987644,0.00006292348,0.0002938332,0.0001968555,0.000002725829,0.00001191891,0.000003483434,0.0006145338],"genre_scores_gemma":[0.0007998149,0.997968,0.0001131836,0.0002270681,0.0004192207,0.000005671764,0.00003798733,9.953112e-7,0.000428027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004634247,"threshold_uncertainty_score":0.01550317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909216552309393,"score_gpt":0.3008791415649779,"score_spread":0.2617869760418839,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}